Why is it important to implement meta-research in universities and institutes with medical research activities?

In recent years, there has been a growing concern over questionable practices and a lack of rigor in scientific activities, particularly in health and medical sciences. Universities and research institutes are key players in the development of science, technology, and innovation. Academic institutions, whose primary mission is to generate and disseminate knowledge, bear the responsibility in many parts of the world to act as consultants and guardians of scientific integrity in health research. Then, universities and research institutes must act as guardians of the research and technological development process, utilizing methodological and operational evaluation tools to validate the rigor and quality of medical research. Meta-research is defined as the research of research itself. Some of the most important specific objectives of meta-research include the assessment of research relevance, the evaluation of evidence validity, and the exploration of scientific integrity. A significant portion of evidence in the medical and health sciences literature has been found to be redundant, misleading, or inconsistent. Although this issue is of great importance in global health, discussions about practical and tangible solutions remain fragmented and limited. The aim of this manuscript is to highlight the significance of employing meta-research within universities and research institutes as a tool to monitor scientific rigor and promote responsible practices in medical research.

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Publication Details

Journal
Frontiers in Research Metrics and Analytics
Published
2025-03-19
DOI
https://doi.org/10.3389/frma.2025.1497280
Citations
22
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
13.74

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article

Why is it important to implement meta-research in universities and institutes with medical research activities?

Ivan David Lozada‐Martínez, Yamil Liscano, Dionicio Neira-Rodado, Darly Martinez-Guevara et al.
22 citations
Frontiers in Research Metrics and Analytics
Artificial Intelligence in Healthcare and Education
13.74
article

Why is it important to implement meta-research in universities and institutes with medical research activities?

Ivan David Lozada‐Martínez, Yamil Liscano, Dionicio Neira-Rodado, Darly Martinez-Guevara, Hary Salome Cruz-Soto, Maria Paula Sanchez-Echeverry
article en
22 citations

Abstract

In recent years, there has been a growing concern over questionable practices and a lack of rigor in scientific activities, particularly in health and medical sciences. Universities and research institutes are key players in the development of science, technology, and innovation. Academic institutions, whose primary mission is to generate and disseminate knowledge, bear the responsibility in many parts of the world to act as consultants and guardians of scientific integrity in health research. Then, universities and research institutes must act as guardians of the research and technological development process, utilizing methodological and operational evaluation tools to validate the rigor and quality of medical research. Meta-research is defined as the research of research itself. Some of the most important specific objectives of meta-research include the assessment of research relevance, the evaluation of evidence validity, and the exploration of scientific integrity. A significant portion of evidence in the medical and health sciences literature has been found to be redundant, misleading, or inconsistent. Although this issue is of great importance in global health, discussions about practical and tangible solutions remain fragmented and limited. The aim of this manuscript is to highlight the significance of employing meta-research within universities and research institutes as a tool to monitor scientific rigor and promote responsible practices in medical research.

Frontiers in Research Metrics and AnalyticsVol. 10
Universidad Santiago de Cali (CO), University of the Coast (CO)
Universidad Santiago de Cali
Industry, innovation and infrastructure
Openalex Percentile: Top 1%
Artificial Intelligence in Healthcare and Education
13.74
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Why is it important to implement meta-research in universities and institutes with medical research activities? — Ivan David Lozada‐Martínez, Yamil Liscano, et al. · Frontiers in Research Metrics and Analytics (2025) | TGRS Research Map | TGRS